Name: Statistical Methods in the Atmospheric Sciences (en Inglés)
SKU: 66860368
Price: 171.14 USD
Availability: InStock
Author: Wilks, Daniel S.
ISBN: 9780443490026

portada Statistical Methods in the Atmospheric Sciences (en Inglés)

Statistical Methods in the Atmospheric Sciences (en Inglés)

Formato

Libro Físico

Editorial

Elsevier

Autor

Wilks, Daniel S.

Idioma

Inglés

N° páginas

840

Encuadernación

Tapa Blanda

ISBN13

9780443490026

Statistical Methods in the Atmospheric Sciences (en Inglés)

Wilks, Daniel S. (Autor) · Elsevier · Tapa Blanda

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Reseña del libro "Statistical Methods in the Atmospheric Sciences (en Inglés)"

Statistical Methods in the Atmospheric Sciences, Fifth Edition provides a structured exploration of the statistical techniques essential for analyzing atmospheric data. The book begins with foundational concepts in probability, setting the stage for more advanced topics. It then covers univariate statistics, including empirical distributions, parametric probability models, and both frequentist and Bayesian inference methods, offering tools for rigorous data analysis and interpretation. The text also addresses statistical forecasting and ensemble forecasting, along with methods for verifying forecast accuracy. In addition, time series analysis is explored in detail, enabling readers to understand temporal dependencies in atmospheric data. The book advances into multivariate statistics, presenting matrix algebra and random matrices as mathematical foundations. It discusses the multivariate normal distribution, principal component analysis (EOF), and multivariate analysis of vector pairs to handle complex, multidimensional atmospheric datasets. Techniques for discrimination, classification, and cluster analysis are also examined, providing methods for categorizing and interpreting atmospheric patterns. Supplementary materials include example data sets, probability tables, and a glossary of symbols and acronyms, along with answers to exercises that reinforce learning.